Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Reddit
97.59Accuracy
268
Reddit (test)
97.21Accuracy
201
REDDIT-B
93.4Accuracy
163
Reddit (inductive)
99.94AUC-ROC (%)
159
REDDIT BINARY
92.6Accuracy
144
Reddit
66.5AUROC
129
Reddit (inductive)
99.18AP
111
Reddit
1AUC-ROC
105
Reddit (transductive)
99.86AP
92
REDDIT DyGLib (inductive)
98.5AP
75
Reddit (transductive)
99.64AP
66
Reddit Truncated History Phase 2 (test)
73.7Macro F1 Score
54
Reddit (test)
4.44AUPRC
51
RedditS
90.53NMI
50
RedditS
96.95Accuracy
49
Reddit
56.29F1 Score
49
Reddit-M
88.75Accuracy
44
Reddit (inductive)
99.69AUC-ROC
42
REDDIT-B (test)
94.6Accuracy
42
Reddit
99.85AUC-ROC
38
REDDIT-B
79.68F1 Score
35
REDDIT MULTI-5K
56.1Accuracy
33
Reddit-CL
99.5AP
30
Reddit inductive (test)
97.1Micro F1
29
REDDIT
89.3Accuracy
28